AI At Home Part 1: A Box Of Scraps
AI At Home Part 1: A Box Of Scraps — turn an old PC into a local AI server with Ollama. Tested specs, real setup steps, and the mistakes that waste a weekend.
How-To Guides
Accelerating GPT-5.6 Sol Ultrafast: A Practical Guide
OpenAI's Ultrafast tier runs GPT-5.6 Sol up to 14x faster on Cerebras hardware. Here's how preview access works, what's confirmed, and who qualifies now.
Person Hides Prompt Injection in a Legal Filing (2026)
A Connecticut plaintiff hid AI instructions in white text in a court filing telling any AI to side with him. Here's what happened and how to catch it.
How Organizations Use AI: Evidence from ChatGPT
A new study tracked 1,500+ firms and 17M+ ChatGPT Enterprise messages. Real adoption numbers, who sends the messages, and what it means for your rollout.
AI Is Threatening Natural Resources for Billions
AI could use as much water by 2030 as 1.3 billion people need annually, per a June 2026 UN report. Here is what is driving it and what you can check.
How to Use Docker Sandboxes for AI Agents (2026)
Docker Sandboxes give AI coding agents their own disposable microVM. Here's how I installed it, tested Claude Code inside one, and where it still falls short.
The Future Is for Everyone: Zuckerberg’s AI Manifesto
Mark Zuckerberg's 'The Future Is for Everyone' letter, explained plainly: the three principles, the $1B fund, the Muse model releases, and what to make of it.
AI Fortunes Are Reviving an Old Debate About Private Power
AI fortunes are creating a new wealth class overnight, and the backlash is real. Here's the data on who's getting rich, why, and what it means for you.
Stoa Markets: How YC’s GPU Trading Marketplace Works
Stoa Markets is YC S26's RFQ marketplace for buying and selling GPUs. Here's how the 48-hour quote process works, real example pricing, and how it compares.
Needle2: Testing the 14MB Agentic LLM for Phones and Robots
A hands-on test of Needle2, Cactus's 14MB agentic LLM for phones, wearables, and smart homes: real install steps, benchmarks, and where it gets commands wrong.